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 A 

 
Aguirre, Arturo Hernández
 

A New EDA by a Gradient-Driven Density
I.S. Domínguez, A.H. Aguirre, and S.I. Valdez
LNCS 8672, p. 352 ff.
Abstract | Full article in PDF | BibTeX

 
Aguirre, Hernán
 

An Analysis on Selection for High-Resolution Approximations in Many-Objective Optimization
H. Aguirre, A. Liefooghe, S. Verel, and K. Tanaka
LNCS 8672, p. 487 ff.
Abstract | Full article in PDF | BibTeX

Using a Family of Curves to Approximate the Pareto Front of a Multi-Objective Optimization Problem
S. Zapotecas Martínez, V.A. Sosa Hernández, H. Aguirre, K. Tanaka, and C.A. Coello Coello
LNCS 8672, p. 682 ff.
Abstract | Full article in PDF | BibTeX

 
Akimoto, Youhei
 

Natural Gradient Approach for Linearly Constrained Continuous Optimization
Y. Akimoto and S. Shirakawa
LNCS 8672, p. 252 ff.
Abstract | Full article in PDF | BibTeX

 
Alexander, Brad
 

Boosting Search for Recursive Functions Using Partial Call-Trees
B. Alexander and B. Zacher
LNCS 8672, p. 384 ff.
Abstract | Full article in PDF | BibTeX

 
Allmendinger, Richard
 

A Multiobjective Evolutionary Optimization Framework for Protein Purification Process Design
R. Allmendinger and S.S. Farid
LNCS 8672, p. 498 ff.
Abstract | Full article in PDF | BibTeX

Tuning Evolutionary Multiobjective Optimization for Closed-Loop Estimation of Chromatographic Operating Conditions
R. Allmendinger, S. Gerontas, N.J. Titchener-Hooker, and S.S. Farid
LNCS 8672, p. 741 ff.
Abstract | Full article in PDF | BibTeX

 
Alyahya, Khulood
 

Local Optima and Weight Distribution in the Number Partitioning Problem
K. Alyahya and J.E. Rowe
LNCS 8672, p. 862 ff.
Abstract | Full article in PDF | BibTeX

 
Amelio, Alessia
 

A Cooperative Evolutionary Approach to Learn Communities in Multilayer Networks
A. Amelio and C. Pizzuti
LNCS 8672, p. 222 ff.
Abstract | Full article in PDF | BibTeX

 
Arabas, Jaros{\l}aw
 

Application of Evolutionary Methods to Semiconductor Double-Chirped Mirrors Design
R. Biedrzycki, J. Arabas, A. Jasik, M. Szyma\'{n}ski, P. Wnuk, P. Wasylczyk, and A. Wójcik-Jedli\'{n}ska
LNCS 8672, p. 761 ff.
Abstract | Full article in PDF | BibTeX

Quasi-Stability of Real Coded Finite Populations
J. Arabas and R. Biedrzycki
LNCS 8672, p. 872 ff.
Abstract | Full article in PDF | BibTeX

 
Arnold, Dirk V.
 

On the Use of Evolution Strategies for Optimization on Spherical Manifolds
D.V. Arnold
LNCS 8672, p. 882 ff.
Abstract | Full article in PDF | BibTeX

 
Atamna, Asma
 

How to Assess Step-Size Adaptation Mechanisms in Randomised Search
N. Hansen, A. Atamna, and A. Auger
LNCS 8672, p. 60 ff.
Abstract | Full article in PDF | BibTeX

 
Auger, Anne
 

How to Assess Step-Size Adaptation Mechanisms in Randomised Search
N. Hansen, A. Atamna, and A. Auger
LNCS 8672, p. 60 ff.
Abstract | Full article in PDF | BibTeX

 
Azad, R. Muhammad Atif
 

On Effective and Inexpensive Local Search Techniques in Genetic Programming Regression
F. Lane, R.M.A. Azad, and C. Ryan
LNCS 8672, p. 444 ff.
Abstract | Full article in PDF | BibTeX

 
 B 

 
Bäck, Thomas
 

Power Distribution Network Reconfiguration by Evolutionary Integer Programming
K. Yang, M.T.M. Emmerich, R. Li, J. Wang, and T. Bäck
LNCS 8672, p. 11 ff.
Abstract | Full article in PDF | BibTeX

 
Badkobeh, Golnaz
 

Unbiased Black-Box Complexity of Parallel Search
G. Badkobeh, P.K. Lehre, and D. Sudholt
LNCS 8672, p. 892 ff.
Abstract | Full article in PDF | BibTeX

 
Baioletti, Marco
 

A Differential Evolution Algorithm for the Permutation Flowshop Scheduling Problem with Total Flow Time Criterion
V. Santucci, M. Baioletti, and A. Milani
LNCS 8672, p. 161 ff.
Abstract | Full article in PDF | BibTeX

 
Banzhaf, Wolfgang
 

Population Exploration on Genotype Networks in Genetic Programming
T. Hu, W. Banzhaf, and J.H. Moore
LNCS 8672, p. 424 ff.
Abstract | Full article in PDF | BibTeX

 
Bartoli, Alberto
 

Compressing Regular Expression Sets for Deep Packet Inspection
A. Bartoli, S. Cumar, A. De Lorenzo, and E. Medvet
LNCS 8672, p. 394 ff.
Abstract | Full article in PDF | BibTeX

 
Bartz-Beielstein, Thomas
 

Distance Measures for Permutations in Combinatorial Efficient Global Optimization
M. Zaefferer, J. Stork, and T. Bartz-Beielstein
LNCS 8672, p. 373 ff.
Abstract | Full article in PDF | BibTeX

 
Batina, Lejla
 

Evolving DPA-Resistant Boolean Functions
S. Picek, L. Batina, and D. Jakobovic
LNCS 8672, p. 812 ff.
Abstract | Full article in PDF | BibTeX

Combining Evolutionary Computation and Algebraic Constructions to Find Cryptography-Relevant Boolean Functions
S. Picek, E. Marchiori, L. Batina, and D. Jakobovic
LNCS 8672, p. 822 ff.
Abstract | Full article in PDF | BibTeX

 
Baudiš, Petr
 

Online Black-Box Algorithm Portfolios for Continuous Optimization
P. Baudiš and P. Pošík
LNCS 8672, p. 40 ff.
Abstract | Full article in PDF | BibTeX

 
Bertasius, Gediminas
 

An Extended Michigan-Style Learning Classifier System for Flexible Supervised Learning, Classification, and Data Mining
R.J. Urbanowicz, G. Bertasius, and J.H. Moore
LNCS 8672, p. 211 ff.
Abstract | Full article in PDF | BibTeX

 
Bezerra, Leonardo C.T.
 

Automatic Design of Evolutionary Algorithms for Multi-Objective Combinatorial Optimization
L.C.T. Bezerra, M. López-Ibáñez, and T. Stützle
LNCS 8672, p. 508 ff.
Abstract | Full article in PDF | BibTeX

 
Bhalla, Navneet
 

A Geometrical Approach to the Incompatible Substructure Problem in Parallel Self-Assembly
N. Bhalla, D. Ipparthi, E. Klemp, and M. Dorigo
LNCS 8672, p. 751 ff.
Abstract | Full article in PDF | BibTeX

 
Biedrzycki, Rafa{\l}
 

Application of Evolutionary Methods to Semiconductor Double-Chirped Mirrors Design
R. Biedrzycki, J. Arabas, A. Jasik, M. Szyma\'{n}ski, P. Wnuk, P. Wasylczyk, and A. Wójcik-Jedli\'{n}ska
LNCS 8672, p. 761 ff.
Abstract | Full article in PDF | BibTeX

Quasi-Stability of Real Coded Finite Populations
J. Arabas and R. Biedrzycki
LNCS 8672, p. 872 ff.
Abstract | Full article in PDF | BibTeX

 
Bosman, Peter A.N.
 

Combining Model-Based EAs for Mixed-Integer Problems
K.L. Sadowski, D. Thierens, and P.A.N. Bosman
LNCS 8672, p. 342 ff.
Abstract | Full article in PDF | BibTeX

 
Bringmann, Karl
 

Generic Postprocessing via Subset Selection for Hypervolume and Epsilon-Indicator
K. Bringmann, T. Friedrich, and P. Klitzke
LNCS 8672, p. 518 ff.
Abstract | Full article in PDF | BibTeX

 
Brockhoff, Dimo
 

On the Impact of Multiobjective Scalarizing Functions
B. Derbel, D. Brockhoff, A. Liefooghe, and S. Verel
LNCS 8672, p. 548 ff.
Abstract | Full article in PDF | BibTeX

 
Buzdalov, Maxim
 

A Provably Asymptotically Fast Version of the Generalized Jensen Algorithm for Non-dominated Sorting
M. Buzdalov and A. Shalyto
LNCS 8672, p. 528 ff.
Abstract | Full article in PDF | BibTeX

 
 C 

 
Chotard, Alexandre
 

A Generalized Markov-Chain Modelling Approach to (1,$\lambda$)-ES Linear Optimization
A. Chotard and M. Hole\v{n}a
LNCS 8672, p. 902 ff.
Abstract | Full article in PDF | BibTeX

 
Christensen, Anders Lyhne
 

Novelty Search in Competitive Coevolution
J. Gomes, P. Mariano, and A.L. Christensen
LNCS 8672, p. 233 ff.
Abstract | Full article in PDF | BibTeX

 
Chuang, Chung-Yao
 

Evolving Mixtures of n-gram Models for Sequencing and Schedule Optimization
C.-Y. Chuang and S.F. Smith
LNCS 8672, p. 312 ff.
Abstract | Full article in PDF | BibTeX

 
Clachar, Sophine
 

Evolving Neural Network Weights for Time-Series Prediction of General Aviation Flight Data
T. Desell, S. Clachar, J. Higgins, and B. Wild
LNCS 8672, p. 771 ff.
Abstract | Full article in PDF | BibTeX

 
Clegg, Kester Dean
 

Travelling Salesman Problem Solved ‘in materio’ by Evolved Carbon Nanotube Device
K.D. Clegg, J.F. Miller, K. Massey, and M. Petty
LNCS 8672, p. 692 ff.
Abstract | Full article in PDF | BibTeX

 
Coello Coello, Carlos A.
 

MH-MOEA: A New Multi-Objective Evolutionary Algorithm Based on the Maximin Fitness Function and the Hypervolume Indicator
A. Menchaca-Mendez and C.A. Coello Coello
LNCS 8672, p. 652 ff.
Abstract | Full article in PDF | BibTeX

Using a Family of Curves to Approximate the Pareto Front of a Multi-Objective Optimization Problem
S. Zapotecas Martínez, V.A. Sosa Hernández, H. Aguirre, K. Tanaka, and C.A. Coello Coello
LNCS 8672, p. 682 ff.
Abstract | Full article in PDF | BibTeX

 
Corus, Dogan
 

Level-Based Analysis of Genetic Algorithms and Other Search Processes
D. Corus, D.-C. Dang, A.V. Eremeev, and P.K. Lehre
LNCS 8672, p. 912 ff.
Abstract | Full article in PDF | BibTeX

 
Costa, Lino
 

Clustering-Based Selection for Evolutionary Many-Objective Optimization
R. Denysiuk, L. Costa, and I. Espírito Santo
LNCS 8672, p. 538 ff.
Abstract | Full article in PDF | BibTeX

 
Cotta, Carlos
 

Shuffle and Mate: A Dynamic Model for Spatially Structured Evolutionary Algorithms
C.M. Fernandes, J.L.J. Laredo, J.J. Merelo, C. Cotta, R. Nogueras, and A.C. Rosa
LNCS 8672, p. 50 ff.
Abstract | Full article in PDF | BibTeX

A Study on Multimemetic Estimation of Distribution Algorithms
R. Nogueras and C. Cotta
LNCS 8672, p. 322 ff.
Abstract | Full article in PDF | BibTeX

An Analysis of Migration Strategies in Island-Based Multimemetic Algorithms
R. Nogueras and C. Cotta
LNCS 8672, p. 731 ff.
Abstract | Full article in PDF | BibTeX

 
Cox, Chris R.
 

Inferring and Exploiting Problem Structure with Schema Grammar
C.R. Cox and R.A. Watson
LNCS 8672, p. 404 ff.
Abstract | Full article in PDF | BibTeX

 
Cumar, Simone
 

Compressing Regular Expression Sets for Deep Packet Inspection
A. Bartoli, S. Cumar, A. De Lorenzo, and E. Medvet
LNCS 8672, p. 394 ff.
Abstract | Full article in PDF | BibTeX

 
 D 

 
Dang, Duc-Cuong
 

Level-Based Analysis of Genetic Algorithms and Other Search Processes
D. Corus, D.-C. Dang, A.V. Eremeev, and P.K. Lehre
LNCS 8672, p. 912 ff.
Abstract | Full article in PDF | BibTeX

 
De Lorenzo, Andrea
 

Compressing Regular Expression Sets for Deep Packet Inspection
A. Bartoli, S. Cumar, A. De Lorenzo, and E. Medvet
LNCS 8672, p. 394 ff.
Abstract | Full article in PDF | BibTeX

 
Denysiuk, Roman
 

Clustering-Based Selection for Evolutionary Many-Objective Optimization
R. Denysiuk, L. Costa, and I. Espírito Santo
LNCS 8672, p. 538 ff.
Abstract | Full article in PDF | BibTeX

 
Derbel, Bilel
 

On the Impact of Multiobjective Scalarizing Functions
B. Derbel, D. Brockhoff, A. Liefooghe, and S. Verel
LNCS 8672, p. 548 ff.
Abstract | Full article in PDF | BibTeX

Shake Them All!
G. Marquet, B. Derbel, A. Liefooghe, and E.-G. Talbi
LNCS 8672, p. 641 ff.
Abstract | Full article in PDF | BibTeX

 
Desell, Travis
 

Evolving Neural Network Weights for Time-Series Prediction of General Aviation Flight Data
T. Desell, S. Clachar, J. Higgins, and B. Wild
LNCS 8672, p. 771 ff.
Abstract | Full article in PDF | BibTeX

 
de Waard, Maarten
 

Queued Pareto Local Search for Multi-Objective Optimization
M. Inja, C. Kooijman, M. de Waard, D.M. Roijers, and S. Whiteson
LNCS 8672, p. 589 ff.
Abstract | Full article in PDF | BibTeX

 
Domínguez, Ignacio Segovia
 

A New EDA by a Gradient-Driven Density
I.S. Domínguez, A.H. Aguirre, and S.I. Valdez
LNCS 8672, p. 352 ff.
Abstract | Full article in PDF | BibTeX

 
Dorigo, Marco
 

Derivation of a Micro-Macro Link for Collective Decision-Making Systems
H. Hamann, G. Valentini, Y. Khaluf, and M. Dorigo
LNCS 8672, p. 181 ff.
Abstract | Full article in PDF | BibTeX

A Geometrical Approach to the Incompatible Substructure Problem in Parallel Self-Assembly
N. Bhalla, D. Ipparthi, E. Klemp, and M. Dorigo
LNCS 8672, p. 751 ff.
Abstract | Full article in PDF | BibTeX

 
Dorscheid, Marita
 

Run-Time Parameter Selection and Tuning for Energy Optimization Algorithms
I. Mauser, M. Dorscheid, and H. Schmeck
LNCS 8672, p. 80 ff.
Abstract | Full article in PDF | BibTeX

 
Drugan, M\u{a}d\u{a}lina M.
 

Multi-objective Quadratic Assignment Problem Instances Generator with a Known Optimum Solution
M.M. Drugan
LNCS 8672, p. 559 ff.
Abstract | Full article in PDF | BibTeX

 
Dvorak, Vaclav
 

Bent Function Synthesis by Means of Cartesian Genetic Programming
R. Hrbacek and V. Dvorak
LNCS 8672, p. 414 ff.
Abstract | Full article in PDF | BibTeX

 
 E 

 
Eiben, Agoston Endre
 

In Vivo Veritas: Towards the Evolution of Things
A.E. Eiben
LNCS 8672, p. 24 ff.
Abstract | Full article in PDF | BibTeX

Self-Adaptive Genotype-Phenotype Maps: Neural Networks as a Meta-Representation
L.F. Simões, D. Izzo, E. Haasdijk, and A.E. Eiben
LNCS 8672, p. 110 ff.
Abstract | Full article in PDF | BibTeX

 
Emmerich, Michael T.M.
 

Power Distribution Network Reconfiguration by Evolutionary Integer Programming
K. Yang, M.T.M. Emmerich, R. Li, J. Wang, and T. Bäck
LNCS 8672, p. 11 ff.
Abstract | Full article in PDF | BibTeX

A Portfolio Optimization Approach to Selection in Multiobjective Evolutionary Algorithms
I. Yevseyeva, A.P. Guerreiro, M.T.M. Emmerich, and C.M. Fonseca
LNCS 8672, p. 672 ff.
Abstract | Full article in PDF | BibTeX

 
Eremeev, Anton V.
 

Level-Based Analysis of Genetic Algorithms and Other Search Processes
D. Corus, D.-C. Dang, A.V. Eremeev, and P.K. Lehre
LNCS 8672, p. 912 ff.
Abstract | Full article in PDF | BibTeX

 
Espírito Santo, Isabel
 

Clustering-Based Selection for Evolutionary Many-Objective Optimization
R. Denysiuk, L. Costa, and I. Espírito Santo
LNCS 8672, p. 538 ff.
Abstract | Full article in PDF | BibTeX

 
 F 

 
Farid, Suzanne S.
 

A Multiobjective Evolutionary Optimization Framework for Protein Purification Process Design
R. Allmendinger and S.S. Farid
LNCS 8672, p. 498 ff.
Abstract | Full article in PDF | BibTeX

Tuning Evolutionary Multiobjective Optimization for Closed-Loop Estimation of Chromatographic Operating Conditions
R. Allmendinger, S. Gerontas, N.J. Titchener-Hooker, and S.S. Farid
LNCS 8672, p. 741 ff.
Abstract | Full article in PDF | BibTeX

 
Fernandes, Carlos M.
 

Shuffle and Mate: A Dynamic Model for Spatially Structured Evolutionary Algorithms
C.M. Fernandes, J.L.J. Laredo, J.J. Merelo, C. Cotta, R. Nogueras, and A.C. Rosa
LNCS 8672, p. 50 ff.
Abstract | Full article in PDF | BibTeX

 
Fernández-de-Vega, Francisco
 

Randomized Parameter Settings for Heterogeneous Workers in a Pool-Based Evolutionary Algorithm
M. García-Valdez, L. Trujillo, J.J. Merelo-Guérvos, and F. Fernández-de-Vega
LNCS 8672, p. 702 ff.
Abstract | Full article in PDF | BibTeX

 
Floreano, Dario
 

Viability Principles for Constrained Optimization Using a (1+1)-CMA-ES
A. Maesani and D. Floreano
LNCS 8672, p. 272 ff.
Abstract | Full article in PDF | BibTeX

 
Fonseca, Carlos M.
 

A Portfolio Optimization Approach to Selection in Multiobjective Evolutionary Algorithms
I. Yevseyeva, A.P. Guerreiro, M.T.M. Emmerich, and C.M. Fonseca
LNCS 8672, p. 672 ff.
Abstract | Full article in PDF | BibTeX

 
Friedrich, Tobias
 

Generic Postprocessing via Subset Selection for Hypervolume and Epsilon-Indicator
K. Bringmann, T. Friedrich, and P. Klitzke
LNCS 8672, p. 518 ff.
Abstract | Full article in PDF | BibTeX

Maximizing Submodular Functions under Matroid Constraints by Multi-objective Evolutionary Algorithms
T. Friedrich and F. Neumann
LNCS 8672, p. 922 ff.
Abstract | Full article in PDF | BibTeX

 
Fucik, Otto
 

Multiobjective Selection of Input Sensors for SVR Applied to Road Traffic Prediction
J. Petrlik, O. Fucik, and L. Sekanina
LNCS 8672, p. 802 ff.
Abstract | Full article in PDF | BibTeX

 
Fukunaga, Alex
 

Reevaluating Exponential Crossover in Differential Evolution
R. Tanabe and A. Fukunaga
LNCS 8672, p. 201 ff.
Abstract | Full article in PDF | BibTeX

 
 G 

 
García-Valdez, Mario
 

Randomized Parameter Settings for Heterogeneous Workers in a Pool-Based Evolutionary Algorithm
M. García-Valdez, L. Trujillo, J.J. Merelo-Guérvos, and F. Fernández-de-Vega
LNCS 8672, p. 702 ff.
Abstract | Full article in PDF | BibTeX

 
Gerontas, Spyridon
 

Tuning Evolutionary Multiobjective Optimization for Closed-Loop Estimation of Chromatographic Operating Conditions
R. Allmendinger, S. Gerontas, N.J. Titchener-Hooker, and S.S. Farid
LNCS 8672, p. 741 ff.
Abstract | Full article in PDF | BibTeX

 
Glasmachers, Tobias
 

Optimized Approximation Sets for Low-Dimensional Benchmark Pareto Fronts
T. Glasmachers
LNCS 8672, p. 569 ff.
Abstract | Full article in PDF | BibTeX

Start Small, Grow Big? Saving Multi-objective Function Evaluations
T. Glasmachers, B. Naujoks, and G. Rudolph
LNCS 8672, p. 579 ff.
Abstract | Full article in PDF | BibTeX

 
Goldingay, Harry
 

A Taxonomy of Heterogeneity and Dynamics in Particle Swarm Optimisation
H. Goldingay and P.R. Lewis
LNCS 8672, p. 171 ff.
Abstract | Full article in PDF | BibTeX

 
Gomes, Jorge
 

Novelty Search in Competitive Coevolution
J. Gomes, P. Mariano, and A.L. Christensen
LNCS 8672, p. 233 ff.
Abstract | Full article in PDF | BibTeX

 
Guerreiro, Andreia P.
 

A Portfolio Optimization Approach to Selection in Multiobjective Evolutionary Algorithms
I. Yevseyeva, A.P. Guerreiro, M.T.M. Emmerich, and C.M. Fonseca
LNCS 8672, p. 672 ff.
Abstract | Full article in PDF | BibTeX

 
 H 

 
Ha, Myoung Hoon
 

VLR: A Memory-Based Optimization Heuristic
H. Yun, M.H. Ha, and R.I. McKay
LNCS 8672, p. 151 ff.
Abstract | Full article in PDF | BibTeX

 
Haasdijk, Evert
 

Self-Adaptive Genotype-Phenotype Maps: Neural Networks as a Meta-Representation
L.F. Simões, D. Izzo, E. Haasdijk, and A.E. Eiben
LNCS 8672, p. 110 ff.
Abstract | Full article in PDF | BibTeX

 
Hamann, Heiko
 

Derivation of a Micro-Macro Link for Collective Decision-Making Systems
H. Hamann, G. Valentini, Y. Khaluf, and M. Dorigo
LNCS 8672, p. 181 ff.
Abstract | Full article in PDF | BibTeX

 
Hansen, Nikolaus
 

How to Assess Step-Size Adaptation Mechanisms in Randomised Search
N. Hansen, A. Atamna, and A. Auger
LNCS 8672, p. 60 ff.
Abstract | Full article in PDF | BibTeX

Maximum Likelihood-Based Online Adaptation of Hyper-Parameters in CMA-ES
I. Loshchilov, M. Schoenauer, M. Sebag, and N. Hansen
LNCS 8672, p. 70 ff.
Abstract | Full article in PDF | BibTeX

 
Harding, Simon L.
 

Evolution-In-Materio: Solving Machine Learning Classification Problems Using Materials
M. Mohid, J.F. Miller, S.L. Harding, G. Tufte, O.R. Lykkebø, M.K. Massey, and M.C. Petty
LNCS 8672, p. 721 ff.
Abstract | Full article in PDF | BibTeX

 
Hart, Emma
 

On the Life-Long Learning Capabilities of a NELLI*: A Hyper-Heuristic Optimisation System
E. Hart and K. Sim
LNCS 8672, p. 282 ff.
Abstract | Full article in PDF | BibTeX

 
Héritier, Aurélie
 

Evolutionary Constrained Optimization for a Jupiter Capture
J. Labroquère, A. Héritier, A. Riccardi, and D. Izzo
LNCS 8672, p. 262 ff.
Abstract | Full article in PDF | BibTeX

 
Higgins, James
 

Evolving Neural Network Weights for Time-Series Prediction of General Aviation Flight Data
T. Desell, S. Clachar, J. Higgins, and B. Wild
LNCS 8672, p. 771 ff.
Abstract | Full article in PDF | BibTeX

 
Hole\v{n}a, Martin
 

A Generalized Markov-Chain Modelling Approach to (1,$\lambda$)-ES Linear Optimization
A. Chotard and M. Hole\v{n}a
LNCS 8672, p. 902 ff.
Abstract | Full article in PDF | BibTeX

 
Hrbacek, Radek
 

Bent Function Synthesis by Means of Cartesian Genetic Programming
R. Hrbacek and V. Dvorak
LNCS 8672, p. 414 ff.
Abstract | Full article in PDF | BibTeX

 
Hu, Bin
 

Balancing Bicycle Sharing Systems: An Analysis of Path Relinking and Recombination within a GRASP Hybrid
P. Papazek, C. Kloimüllner, B. Hu, and G.R. Raidl
LNCS 8672, p. 792 ff.
Abstract | Full article in PDF | BibTeX

 
Hu, Ting
 

Population Exploration on Genotype Networks in Genetic Programming
T. Hu, W. Banzhaf, and J.H. Moore
LNCS 8672, p. 424 ff.
Abstract | Full article in PDF | BibTeX

 
 I 

 
Inja, Maarten
 

Queued Pareto Local Search for Multi-Objective Optimization
M. Inja, C. Kooijman, M. de Waard, D.M. Roijers, and S. Whiteson
LNCS 8672, p. 589 ff.
Abstract | Full article in PDF | BibTeX

 
Ipparthi, Dhananjay
 

A Geometrical Approach to the Incompatible Substructure Problem in Parallel Self-Assembly
N. Bhalla, D. Ipparthi, E. Klemp, and M. Dorigo
LNCS 8672, p. 751 ff.
Abstract | Full article in PDF | BibTeX

 
Ishibuchi, Hisao
 

Distance-Based Analysis of Crossover Operators for Many-Objective Knapsack Problems
H. Ishibuchi, Y. Tanigaki, H. Masuda, and Y. Nojima
LNCS 8672, p. 600 ff.
Abstract | Full article in PDF | BibTeX

 
Izzo, Dario
 

Self-Adaptive Genotype-Phenotype Maps: Neural Networks as a Meta-Representation
L.F. Simões, D. Izzo, E. Haasdijk, and A.E. Eiben
LNCS 8672, p. 110 ff.
Abstract | Full article in PDF | BibTeX

Evolutionary Constrained Optimization for a Jupiter Capture
J. Labroquère, A. Héritier, A. Riccardi, and D. Izzo
LNCS 8672, p. 262 ff.
Abstract | Full article in PDF | BibTeX

Empirical Performance of the Approximation of the Least Hypervolume Contributor
K. Nowak, M. Märtens, and D. Izzo
LNCS 8672, p. 662 ff.
Abstract | Full article in PDF | BibTeX

PaDe: A Parallel Algorithm Based on the MOEA/D Framework and the Island Model
A. Mambrini and D. Izzo
LNCS 8672, p. 711 ff.
Abstract | Full article in PDF | BibTeX

 
 J 

 
Jakobovic, Domagoj
 

Evolving DPA-Resistant Boolean Functions
S. Picek, L. Batina, and D. Jakobovic
LNCS 8672, p. 812 ff.
Abstract | Full article in PDF | BibTeX

Combining Evolutionary Computation and Algebraic Constructions to Find Cryptography-Relevant Boolean Functions
S. Picek, E. Marchiori, L. Batina, and D. Jakobovic
LNCS 8672, p. 822 ff.
Abstract | Full article in PDF | BibTeX

 
Jasik, Agata
 

Application of Evolutionary Methods to Semiconductor Double-Chirped Mirrors Design
R. Biedrzycki, J. Arabas, A. Jasik, M. Szyma\'{n}ski, P. Wnuk, P. Wasylczyk, and A. Wójcik-Jedli\'{n}ska
LNCS 8672, p. 761 ff.
Abstract | Full article in PDF | BibTeX

 
Jin, Yaochu
 

On the Effectiveness of Sampling for Evolutionary Optimization in Noisy Environments
C. Qian, Y. Yu, Y. Jin, and Z.-H. Zhou
LNCS 8672, p. 302 ff.
Abstract | Full article in PDF | BibTeX

 
Joshi, Ayush
 

An Immune-Inspired Algorithm for the Set Cover Problem
A. Joshi, J.E. Rowe, and C. Zarges
LNCS 8672, p. 243 ff.
Abstract | Full article in PDF | BibTeX

 
 K 

 
Kendall, Graham
 

Scheduling the English Football League with a Multi-objective Evolutionary Algorithm
L. While and G. Kendall
LNCS 8672, p. 842 ff.
Abstract | Full article in PDF | BibTeX

 
Khaluf, Yara
 

Derivation of a Micro-Macro Link for Collective Decision-Making Systems
H. Hamann, G. Valentini, Y. Khaluf, and M. Dorigo
LNCS 8672, p. 181 ff.
Abstract | Full article in PDF | BibTeX

 
Klemp, Eric
 

A Geometrical Approach to the Incompatible Substructure Problem in Parallel Self-Assembly
N. Bhalla, D. Ipparthi, E. Klemp, and M. Dorigo
LNCS 8672, p. 751 ff.
Abstract | Full article in PDF | BibTeX

 
Klitzke, Patrick
 

Generic Postprocessing via Subset Selection for Hypervolume and Epsilon-Indicator
K. Bringmann, T. Friedrich, and P. Klitzke
LNCS 8672, p. 518 ff.
Abstract | Full article in PDF | BibTeX

 
Kloimüllner, Christian
 

Balancing Bicycle Sharing Systems: An Analysis of Path Relinking and Recombination within a GRASP Hybrid
P. Papazek, C. Kloimüllner, B. Hu, and G.R. Raidl
LNCS 8672, p. 792 ff.
Abstract | Full article in PDF | BibTeX

 
Koch, Patrick
 

Adaptation in Nonlinear Learning Models for Nonstationary Tasks
W. Konen and P. Koch
LNCS 8672, p. 292 ff.
Abstract | Full article in PDF | BibTeX

 
Konen, Wolfgang
 

Adaptation in Nonlinear Learning Models for Nonstationary Tasks
W. Konen and P. Koch
LNCS 8672, p. 292 ff.
Abstract | Full article in PDF | BibTeX

 
Kooijman, Chiel
 

Queued Pareto Local Search for Multi-Objective Optimization
M. Inja, C. Kooijman, M. de Waard, D.M. Roijers, and S. Whiteson
LNCS 8672, p. 589 ff.
Abstract | Full article in PDF | BibTeX

 
Kovacs, Tim
 

Messy Coding in the XCS Classifier System for Sequence Labeling
M. Nakata, T. Kovacs, and K. Takadama
LNCS 8672, p. 191 ff.
Abstract | Full article in PDF | BibTeX

 
Krawiec, Krzysztof
 

Improving Genetic Programming with Behavioral Consistency Measure
K. Krawiec and A. Solar-Lezama
LNCS 8672, p. 434 ff.
Abstract | Full article in PDF | BibTeX

Discovery of Implicit Objectives by Compression of Interaction Matrix in Test-Based Problems
P. Liskowski and K. Krawiec
LNCS 8672, p. 611 ff.
Abstract | Full article in PDF | BibTeX

 
 L 

 
Labroquère, Jérémie
 

Evolutionary Constrained Optimization for a Jupiter Capture
J. Labroquère, A. Héritier, A. Riccardi, and D. Izzo
LNCS 8672, p. 262 ff.
Abstract | Full article in PDF | BibTeX

 
Lane, Fergal
 

On Effective and Inexpensive Local Search Techniques in Genetic Programming Regression
F. Lane, R.M.A. Azad, and C. Ryan
LNCS 8672, p. 444 ff.
Abstract | Full article in PDF | BibTeX

 
Laredo, Juan L.J.
 

Shuffle and Mate: A Dynamic Model for Spatially Structured Evolutionary Algorithms
C.M. Fernandes, J.L.J. Laredo, J.J. Merelo, C. Cotta, R. Nogueras, and A.C. Rosa
LNCS 8672, p. 50 ff.
Abstract | Full article in PDF | BibTeX

 
Lehre, Per Kristian
 

Unbiased Black-Box Complexity of Parallel Search
G. Badkobeh, P.K. Lehre, and D. Sudholt
LNCS 8672, p. 892 ff.
Abstract | Full article in PDF | BibTeX

Level-Based Analysis of Genetic Algorithms and Other Search Processes
D. Corus, D.-C. Dang, A.V. Eremeev, and P.K. Lehre
LNCS 8672, p. 912 ff.
Abstract | Full article in PDF | BibTeX

 
Lenar\v{c}i\v{c}, Jadran
 

Some Computational Aspects of Robot Kinematic Redundancy
J. Lenar\v{c}i\v{c}
LNCS 8672, p. 1 ff.
Abstract | Full article in PDF | BibTeX

 
Lewis, Peter R.
 

A Taxonomy of Heterogeneity and Dynamics in Particle Swarm Optimisation
H. Goldingay and P.R. Lewis
LNCS 8672, p. 171 ff.
Abstract | Full article in PDF | BibTeX

 
Li, Rui
 

Power Distribution Network Reconfiguration by Evolutionary Integer Programming
K. Yang, M.T.M. Emmerich, R. Li, J. Wang, and T. Bäck
LNCS 8672, p. 11 ff.
Abstract | Full article in PDF | BibTeX

 
Liefooghe, Arnaud
 

An Analysis on Selection for High-Resolution Approximations in Many-Objective Optimization
H. Aguirre, A. Liefooghe, S. Verel, and K. Tanaka
LNCS 8672, p. 487 ff.
Abstract | Full article in PDF | BibTeX

On the Impact of Multiobjective Scalarizing Functions
B. Derbel, D. Brockhoff, A. Liefooghe, and S. Verel
LNCS 8672, p. 548 ff.
Abstract | Full article in PDF | BibTeX

Local Optimal Sets and Bounded Archiving on Multi-objective NK-Landscapes with Correlated Objectives
M. López-Ibáñez, A. Liefooghe, and S. Verel
LNCS 8672, p. 621 ff.
Abstract | Full article in PDF | BibTeX

Shake Them All!
G. Marquet, B. Derbel, A. Liefooghe, and E.-G. Talbi
LNCS 8672, p. 641 ff.
Abstract | Full article in PDF | BibTeX

 
Liskowski, Pawe{\l}
 

Discovery of Implicit Objectives by Compression of Interaction Matrix in Test-Based Problems
P. Liskowski and K. Krawiec
LNCS 8672, p. 611 ff.
Abstract | Full article in PDF | BibTeX

 
López-Ibáñez, Manuel
 

Automatic Design of Evolutionary Algorithms for Multi-Objective Combinatorial Optimization
L.C.T. Bezerra, M. López-Ibáñez, and T. Stützle
LNCS 8672, p. 508 ff.
Abstract | Full article in PDF | BibTeX

Local Optimal Sets and Bounded Archiving on Multi-objective NK-Landscapes with Correlated Objectives
M. López-Ibáñez, A. Liefooghe, and S. Verel
LNCS 8672, p. 621 ff.
Abstract | Full article in PDF | BibTeX

 
Loshchilov, Ilya
 

Maximum Likelihood-Based Online Adaptation of Hyper-Parameters in CMA-ES
I. Loshchilov, M. Schoenauer, M. Sebag, and N. Hansen
LNCS 8672, p. 70 ff.
Abstract | Full article in PDF | BibTeX

 
Lykkebø, Odd Rune
 

Evolution-In-Materio: Solving Machine Learning Classification Problems Using Materials
M. Mohid, J.F. Miller, S.L. Harding, G. Tufte, O.R. Lykkebø, M.K. Massey, and M.C. Petty
LNCS 8672, p. 721 ff.
Abstract | Full article in PDF | BibTeX

 
 M 

 
Maesani, Andrea
 

Viability Principles for Constrained Optimization Using a (1+1)-CMA-ES
A. Maesani and D. Floreano
LNCS 8672, p. 272 ff.
Abstract | Full article in PDF | BibTeX

 
Mambrini, Andrea
 

PaDe: A Parallel Algorithm Based on the MOEA/D Framework and the Island Model
A. Mambrini and D. Izzo
LNCS 8672, p. 711 ff.
Abstract | Full article in PDF | BibTeX

 
Marceau-Caron, Gaetan
 

Racing Multi-objective Selection Probabilities
G. Marceau-Caron and M. Schoenauer
LNCS 8672, p. 631 ff.
Abstract | Full article in PDF | BibTeX

 
Marchiori, Elena
 

Combining Evolutionary Computation and Algebraic Constructions to Find Cryptography-Relevant Boolean Functions
S. Picek, E. Marchiori, L. Batina, and D. Jakobovic
LNCS 8672, p. 822 ff.
Abstract | Full article in PDF | BibTeX

 
Mariano, Pedro
 

Novelty Search in Competitive Coevolution
J. Gomes, P. Mariano, and A.L. Christensen
LNCS 8672, p. 233 ff.
Abstract | Full article in PDF | BibTeX

 
Marquet, Gauvain
 

Shake Them All!
G. Marquet, B. Derbel, A. Liefooghe, and E.-G. Talbi
LNCS 8672, p. 641 ff.
Abstract | Full article in PDF | BibTeX

 
Märtens, Marcus
 

Empirical Performance of the Approximation of the Least Hypervolume Contributor
K. Nowak, M. Märtens, and D. Izzo
LNCS 8672, p. 662 ff.
Abstract | Full article in PDF | BibTeX

 
Massey, Kieran
 

Travelling Salesman Problem Solved ‘in materio’ by Evolved Carbon Nanotube Device
K.D. Clegg, J.F. Miller, K. Massey, and M. Petty
LNCS 8672, p. 692 ff.
Abstract | Full article in PDF | BibTeX

 
Massey, Mark K.
 

Evolution-In-Materio: Solving Machine Learning Classification Problems Using Materials
M. Mohid, J.F. Miller, S.L. Harding, G. Tufte, O.R. Lykkebø, M.K. Massey, and M.C. Petty
LNCS 8672, p. 721 ff.
Abstract | Full article in PDF | BibTeX

 
Masuda, Hiroyuki
 

Distance-Based Analysis of Crossover Operators for Many-Objective Knapsack Problems
H. Ishibuchi, Y. Tanigaki, H. Masuda, and Y. Nojima
LNCS 8672, p. 600 ff.
Abstract | Full article in PDF | BibTeX

 
Mauser, Ingo
 

Run-Time Parameter Selection and Tuning for Energy Optimization Algorithms
I. Mauser, M. Dorscheid, and H. Schmeck
LNCS 8672, p. 80 ff.
Abstract | Full article in PDF | BibTeX

 
McCall, John
 

Factoradic Representation for Permutation Optimisation
O. Regnier-Coudert and J. McCall
LNCS 8672, p. 332 ff.
Abstract | Full article in PDF | BibTeX

 
McKay, Robert Ian
 

VLR: A Memory-Based Optimization Heuristic
H. Yun, M.H. Ha, and R.I. McKay
LNCS 8672, p. 151 ff.
Abstract | Full article in PDF | BibTeX

 
Medvet, Eric
 

Compressing Regular Expression Sets for Deep Packet Inspection
A. Bartoli, S. Cumar, A. De Lorenzo, and E. Medvet
LNCS 8672, p. 394 ff.
Abstract | Full article in PDF | BibTeX

 
Menchaca-Mendez, Adriana
 

MH-MOEA: A New Multi-Objective Evolutionary Algorithm Based on the Maximin Fitness Function and the Hypervolume Indicator
A. Menchaca-Mendez and C.A. Coello Coello
LNCS 8672, p. 652 ff.
Abstract | Full article in PDF | BibTeX

 
Merelo, Juan Julian
 

Shuffle and Mate: A Dynamic Model for Spatially Structured Evolutionary Algorithms
C.M. Fernandes, J.L.J. Laredo, J.J. Merelo, C. Cotta, R. Nogueras, and A.C. Rosa
LNCS 8672, p. 50 ff.
Abstract | Full article in PDF | BibTeX

 
Merelo-Guérvos, Juan Julián
 

Randomized Parameter Settings for Heterogeneous Workers in a Pool-Based Evolutionary Algorithm
M. García-Valdez, L. Trujillo, J.J. Merelo-Guérvos, and F. Fernández-de-Vega
LNCS 8672, p. 702 ff.
Abstract | Full article in PDF | BibTeX

 
Milani, Alfredo
 

A Differential Evolution Algorithm for the Permutation Flowshop Scheduling Problem with Total Flow Time Criterion
V. Santucci, M. Baioletti, and A. Milani
LNCS 8672, p. 161 ff.
Abstract | Full article in PDF | BibTeX

 
Miller, Julian Francis
 

Recurrent Cartesian Genetic Programming
A.J. Turner and J.F. Miller
LNCS 8672, p. 476 ff.
Abstract | Full article in PDF | BibTeX

Travelling Salesman Problem Solved ‘in materio’ by Evolved Carbon Nanotube Device
K.D. Clegg, J.F. Miller, K. Massey, and M. Petty
LNCS 8672, p. 692 ff.
Abstract | Full article in PDF | BibTeX

Evolution-In-Materio: Solving Machine Learning Classification Problems Using Materials
M. Mohid, J.F. Miller, S.L. Harding, G. Tufte, O.R. Lykkebø, M.K. Massey, and M.C. Petty
LNCS 8672, p. 721 ff.
Abstract | Full article in PDF | BibTeX

 
Mohid, Maktuba
 

Evolution-In-Materio: Solving Machine Learning Classification Problems Using Materials
M. Mohid, J.F. Miller, S.L. Harding, G. Tufte, O.R. Lykkebø, M.K. Massey, and M.C. Petty
LNCS 8672, p. 721 ff.
Abstract | Full article in PDF | BibTeX

 
Montero, Elizabeth
 

Towards a Method for Automatic Algorithm Configuration: A Design Evaluation Using Tuners
E. Montero and M.-C. Riff
LNCS 8672, p. 90 ff.
Abstract | Full article in PDF | BibTeX

 
Moore, Jason H.
 

An Extended Michigan-Style Learning Classifier System for Flexible Supervised Learning, Classification, and Data Mining
R.J. Urbanowicz, G. Bertasius, and J.H. Moore
LNCS 8672, p. 211 ff.
Abstract | Full article in PDF | BibTeX

Population Exploration on Genotype Networks in Genetic Programming
T. Hu, W. Banzhaf, and J.H. Moore
LNCS 8672, p. 424 ff.
Abstract | Full article in PDF | BibTeX

 
 N 

 
Nagata, Yuichi
 

Random Partial Neighborhood Search for University Course Timetabling Problem
Y. Nagata and I. Ono
LNCS 8672, p. 782 ff.
Abstract | Full article in PDF | BibTeX

 
Nakata, Masaya
 

Messy Coding in the XCS Classifier System for Sequence Labeling
M. Nakata, T. Kovacs, and K. Takadama
LNCS 8672, p. 191 ff.
Abstract | Full article in PDF | BibTeX

 
Nallaperuma, Samadhi
 

Parameter Prediction Based on Features of Evolved Instances for Ant Colony Optimization and the Traveling Salesperson Problem
S. Nallaperuma, M. Wagner, and F. Neumann
LNCS 8672, p. 100 ff.
Abstract | Full article in PDF | BibTeX

 
Naujoks, Boris
 

Start Small, Grow Big? Saving Multi-objective Function Evaluations
T. Glasmachers, B. Naujoks, and G. Rudolph
LNCS 8672, p. 579 ff.
Abstract | Full article in PDF | BibTeX

 
Neumann, Frank
 

Parameter Prediction Based on Features of Evolved Instances for Ant Colony Optimization and the Traveling Salesperson Problem
S. Nallaperuma, M. Wagner, and F. Neumann
LNCS 8672, p. 100 ff.
Abstract | Full article in PDF | BibTeX

Maximizing Submodular Functions under Matroid Constraints by Multi-objective Evolutionary Algorithms
T. Friedrich and F. Neumann
LNCS 8672, p. 922 ff.
Abstract | Full article in PDF | BibTeX

Runtime Analysis of Evolutionary Algorithms on Randomly Constructed High-Density Satisfiable 3-CNF Formulas
A.M. Sutton and F. Neumann
LNCS 8672, p. 942 ff.
Abstract | Full article in PDF | BibTeX

 
Nogueras, Rafael
 

Shuffle and Mate: A Dynamic Model for Spatially Structured Evolutionary Algorithms
C.M. Fernandes, J.L.J. Laredo, J.J. Merelo, C. Cotta, R. Nogueras, and A.C. Rosa
LNCS 8672, p. 50 ff.
Abstract | Full article in PDF | BibTeX

A Study on Multimemetic Estimation of Distribution Algorithms
R. Nogueras and C. Cotta
LNCS 8672, p. 322 ff.
Abstract | Full article in PDF | BibTeX

An Analysis of Migration Strategies in Island-Based Multimemetic Algorithms
R. Nogueras and C. Cotta
LNCS 8672, p. 731 ff.
Abstract | Full article in PDF | BibTeX

 
Nojima, Yusuke
 

Distance-Based Analysis of Crossover Operators for Many-Objective Knapsack Problems
H. Ishibuchi, Y. Tanigaki, H. Masuda, and Y. Nojima
LNCS 8672, p. 600 ff.
Abstract | Full article in PDF | BibTeX

 
Nowak, Krzysztof
 

Empirical Performance of the Approximation of the Least Hypervolume Contributor
K. Nowak, M. Märtens, and D. Izzo
LNCS 8672, p. 662 ff.
Abstract | Full article in PDF | BibTeX

 
 O 

 
Oliveto, Pietro S.
 

On the Runtime Analysis of Fitness Sharing Mechanisms
P.S. Oliveto, D. Sudholt, and C. Zarges
LNCS 8672, p. 932 ff.
Abstract | Full article in PDF | BibTeX

 
Ono, Isao
 

Random Partial Neighborhood Search for University Course Timetabling Problem
Y. Nagata and I. Ono
LNCS 8672, p. 782 ff.
Abstract | Full article in PDF | BibTeX

 
 P 

 
Papazek, Petrina
 

Balancing Bicycle Sharing Systems: An Analysis of Path Relinking and Recombination within a GRASP Hybrid
P. Papazek, C. Kloimüllner, B. Hu, and G.R. Raidl
LNCS 8672, p. 792 ff.
Abstract | Full article in PDF | BibTeX

 
Pawlak, Tomasz P.
 

Combining Semantically-Effective and Geometric Crossover Operators for Genetic Programming
T.P. Pawlak
LNCS 8672, p. 454 ff.
Abstract | Full article in PDF | BibTeX

 
Petrlik, Jiri
 

Multiobjective Selection of Input Sensors for SVR Applied to Road Traffic Prediction
J. Petrlik, O. Fucik, and L. Sekanina
LNCS 8672, p. 802 ff.
Abstract | Full article in PDF | BibTeX

 
Petty, Michael C.
 

Evolution-In-Materio: Solving Machine Learning Classification Problems Using Materials
M. Mohid, J.F. Miller, S.L. Harding, G. Tufte, O.R. Lykkebø, M.K. Massey, and M.C. Petty
LNCS 8672, p. 721 ff.
Abstract | Full article in PDF | BibTeX

 
Petty, Mike
 

Travelling Salesman Problem Solved ‘in materio’ by Evolved Carbon Nanotube Device
K.D. Clegg, J.F. Miller, K. Massey, and M. Petty
LNCS 8672, p. 692 ff.
Abstract | Full article in PDF | BibTeX

 
Picek, Stjepan
 

Evolving DPA-Resistant Boolean Functions
S. Picek, L. Batina, and D. Jakobovic
LNCS 8672, p. 812 ff.
Abstract | Full article in PDF | BibTeX

Combining Evolutionary Computation and Algebraic Constructions to Find Cryptography-Relevant Boolean Functions
S. Picek, E. Marchiori, L. Batina, and D. Jakobovic
LNCS 8672, p. 822 ff.
Abstract | Full article in PDF | BibTeX

 
Pizzuti, Clara
 

A Cooperative Evolutionary Approach to Learn Communities in Multilayer Networks
A. Amelio and C. Pizzuti
LNCS 8672, p. 222 ff.
Abstract | Full article in PDF | BibTeX

 
Pošík, Petr
 

Online Black-Box Algorithm Portfolios for Continuous Optimization
P. Baudiš and P. Pošík
LNCS 8672, p. 40 ff.
Abstract | Full article in PDF | BibTeX

 
Preuss, Mike
 

Stopping Criteria for Multimodal Optimization
S. Wessing, M. Preuss, and H. Trautmann
LNCS 8672, p. 141 ff.
Abstract | Full article in PDF | BibTeX

 
 Q 

 
Qian, Chao
 

On the Effectiveness of Sampling for Evolutionary Optimization in Noisy Environments
C. Qian, Y. Yu, Y. Jin, and Z.-H. Zhou
LNCS 8672, p. 302 ff.
Abstract | Full article in PDF | BibTeX

 
 R 

 
Raidl, Günther R.
 

Balancing Bicycle Sharing Systems: An Analysis of Path Relinking and Recombination within a GRASP Hybrid
P. Papazek, C. Kloimüllner, B. Hu, and G.R. Raidl
LNCS 8672, p. 792 ff.
Abstract | Full article in PDF | BibTeX

A Memetic Algorithm for Multi Layer Hierarchical Ring Network Design
C. Schauer and G.R. Raidl
LNCS 8672, p. 832 ff.
Abstract | Full article in PDF | BibTeX

 
Regnier-Coudert, Olivier
 

Factoradic Representation for Permutation Optimisation
O. Regnier-Coudert and J. McCall
LNCS 8672, p. 332 ff.
Abstract | Full article in PDF | BibTeX

 
Riccardi, Annalisa
 

Evolutionary Constrained Optimization for a Jupiter Capture
J. Labroquère, A. Héritier, A. Riccardi, and D. Izzo
LNCS 8672, p. 262 ff.
Abstract | Full article in PDF | BibTeX

 
Riff, María-Cristina
 

Towards a Method for Automatic Algorithm Configuration: A Design Evaluation Using Tuners
E. Montero and M.-C. Riff
LNCS 8672, p. 90 ff.
Abstract | Full article in PDF | BibTeX

 
Roijers, Diederik M.
 

Queued Pareto Local Search for Multi-Objective Optimization
M. Inja, C. Kooijman, M. de Waard, D.M. Roijers, and S. Whiteson
LNCS 8672, p. 589 ff.
Abstract | Full article in PDF | BibTeX

 
Rosa, Agostinho C.
 

Shuffle and Mate: A Dynamic Model for Spatially Structured Evolutionary Algorithms
C.M. Fernandes, J.L.J. Laredo, J.J. Merelo, C. Cotta, R. Nogueras, and A.C. Rosa
LNCS 8672, p. 50 ff.
Abstract | Full article in PDF | BibTeX

 
Rothlauf, Franz
 

On the Locality of Standard Search Operators in Grammatical Evolution
A. Thorhauer and F. Rothlauf
LNCS 8672, p. 465 ff.
Abstract | Full article in PDF | BibTeX

 
Rowe, Jonathan E.
 

An Immune-Inspired Algorithm for the Set Cover Problem
A. Joshi, J.E. Rowe, and C. Zarges
LNCS 8672, p. 243 ff.
Abstract | Full article in PDF | BibTeX

Local Optima and Weight Distribution in the Number Partitioning Problem
K. Alyahya and J.E. Rowe
LNCS 8672, p. 862 ff.
Abstract | Full article in PDF | BibTeX

 
Rudolph, Günter
 

Start Small, Grow Big? Saving Multi-objective Function Evaluations
T. Glasmachers, B. Naujoks, and G. Rudolph
LNCS 8672, p. 579 ff.
Abstract | Full article in PDF | BibTeX

 
Ryan, Conor
 

On Effective and Inexpensive Local Search Techniques in Genetic Programming Regression
F. Lane, R.M.A. Azad, and C. Ryan
LNCS 8672, p. 444 ff.
Abstract | Full article in PDF | BibTeX

 
 S 

 
Sadowski, Krzysztof L.
 

Combining Model-Based EAs for Mixed-Integer Problems
K.L. Sadowski, D. Thierens, and P.A.N. Bosman
LNCS 8672, p. 342 ff.
Abstract | Full article in PDF | BibTeX

 
Santucci, Valentino
 

A Differential Evolution Algorithm for the Permutation Flowshop Scheduling Problem with Total Flow Time Criterion
V. Santucci, M. Baioletti, and A. Milani
LNCS 8672, p. 161 ff.
Abstract | Full article in PDF | BibTeX

 
Schauer, Christian
 

A Memetic Algorithm for Multi Layer Hierarchical Ring Network Design
C. Schauer and G.R. Raidl
LNCS 8672, p. 832 ff.
Abstract | Full article in PDF | BibTeX

 
Schmeck, Hartmut
 

Run-Time Parameter Selection and Tuning for Energy Optimization Algorithms
I. Mauser, M. Dorscheid, and H. Schmeck
LNCS 8672, p. 80 ff.
Abstract | Full article in PDF | BibTeX

 
Schoenauer, Marc
 

Maximum Likelihood-Based Online Adaptation of Hyper-Parameters in CMA-ES
I. Loshchilov, M. Schoenauer, M. Sebag, and N. Hansen
LNCS 8672, p. 70 ff.
Abstract | Full article in PDF | BibTeX

Racing Multi-objective Selection Probabilities
G. Marceau-Caron and M. Schoenauer
LNCS 8672, p. 631 ff.
Abstract | Full article in PDF | BibTeX

 
Sebag, Michèle
 

Maximum Likelihood-Based Online Adaptation of Hyper-Parameters in CMA-ES
I. Loshchilov, M. Schoenauer, M. Sebag, and N. Hansen
LNCS 8672, p. 70 ff.
Abstract | Full article in PDF | BibTeX

Coupling Evolution and Information Theory for Autonomous Robotic Exploration
G. Zhang and M. Sebag
LNCS 8672, p. 852 ff.
Abstract | Full article in PDF | BibTeX

 
Sekanina, Lukas
 

Multiobjective Selection of Input Sensors for SVR Applied to Road Traffic Prediction
J. Petrlik, O. Fucik, and L. Sekanina
LNCS 8672, p. 802 ff.
Abstract | Full article in PDF | BibTeX

 
Shalyto, Anatoly
 

A Provably Asymptotically Fast Version of the Generalized Jensen Algorithm for Non-dominated Sorting
M. Buzdalov and A. Shalyto
LNCS 8672, p. 528 ff.
Abstract | Full article in PDF | BibTeX

 
Shirakawa, Shinichi
 

Natural Gradient Approach for Linearly Constrained Continuous Optimization
Y. Akimoto and S. Shirakawa
LNCS 8672, p. 252 ff.
Abstract | Full article in PDF | BibTeX

 
Sim, Kevin
 

On the Life-Long Learning Capabilities of a NELLI*: A Hyper-Heuristic Optimisation System
E. Hart and K. Sim
LNCS 8672, p. 282 ff.
Abstract | Full article in PDF | BibTeX

 
Simões, Luís F.
 

Self-Adaptive Genotype-Phenotype Maps: Neural Networks as a Meta-Representation
L.F. Simões, D. Izzo, E. Haasdijk, and A.E. Eiben
LNCS 8672, p. 110 ff.
Abstract | Full article in PDF | BibTeX

 
Smith, Jim
 

The Baldwin Effect Hinders Self-Adaptation
J. Smith
LNCS 8672, p. 120 ff.
Abstract | Full article in PDF | BibTeX

 
Smith, Stephen F.
 

Evolving Mixtures of n-gram Models for Sequencing and Schedule Optimization
C.-Y. Chuang and S.F. Smith
LNCS 8672, p. 312 ff.
Abstract | Full article in PDF | BibTeX

 
Solar-Lezama, Armando
 

Improving Genetic Programming with Behavioral Consistency Measure
K. Krawiec and A. Solar-Lezama
LNCS 8672, p. 434 ff.
Abstract | Full article in PDF | BibTeX

 
Sosa Hernández, Víctor A.
 

Using a Family of Curves to Approximate the Pareto Front of a Multi-Objective Optimization Problem
S. Zapotecas Martínez, V.A. Sosa Hernández, H. Aguirre, K. Tanaka, and C.A. Coello Coello
LNCS 8672, p. 682 ff.
Abstract | Full article in PDF | BibTeX

 
Stich, Sebastian Urban
 

On Low Complexity Acceleration Techniques for Randomized Optimization
S.U. Stich
LNCS 8672, p. 130 ff.
Abstract | Full article in PDF | BibTeX

 
Stork, Jörg
 

Distance Measures for Permutations in Combinatorial Efficient Global Optimization
M. Zaefferer, J. Stork, and T. Bartz-Beielstein
LNCS 8672, p. 373 ff.
Abstract | Full article in PDF | BibTeX

 
Stützle, Thomas
 

Automatic Design of Evolutionary Algorithms for Multi-Objective Combinatorial Optimization
L.C.T. Bezerra, M. López-Ibáñez, and T. Stützle
LNCS 8672, p. 508 ff.
Abstract | Full article in PDF | BibTeX

 
Sudholt, Dirk
 

Unbiased Black-Box Complexity of Parallel Search
G. Badkobeh, P.K. Lehre, and D. Sudholt
LNCS 8672, p. 892 ff.
Abstract | Full article in PDF | BibTeX

On the Runtime Analysis of Fitness Sharing Mechanisms
P.S. Oliveto, D. Sudholt, and C. Zarges
LNCS 8672, p. 932 ff.
Abstract | Full article in PDF | BibTeX

 
Sutton, Andrew M.
 

Runtime Analysis of Evolutionary Algorithms on Randomly Constructed High-Density Satisfiable 3-CNF Formulas
A.M. Sutton and F. Neumann
LNCS 8672, p. 942 ff.
Abstract | Full article in PDF | BibTeX

 
Szyma\'{n}ski, Micha{\l}
 

Application of Evolutionary Methods to Semiconductor Double-Chirped Mirrors Design
R. Biedrzycki, J. Arabas, A. Jasik, M. Szyma\'{n}ski, P. Wnuk, P. Wasylczyk, and A. Wójcik-Jedli\'{n}ska
LNCS 8672, p. 761 ff.
Abstract | Full article in PDF | BibTeX

 
 T 

 
Takadama, Keiki
 

Messy Coding in the XCS Classifier System for Sequence Labeling
M. Nakata, T. Kovacs, and K. Takadama
LNCS 8672, p. 191 ff.
Abstract | Full article in PDF | BibTeX

 
Talbi, El-Ghazali
 

Shake Them All!
G. Marquet, B. Derbel, A. Liefooghe, and E.-G. Talbi
LNCS 8672, p. 641 ff.
Abstract | Full article in PDF | BibTeX

 
Tanabe, Ryoji
 

Reevaluating Exponential Crossover in Differential Evolution
R. Tanabe and A. Fukunaga
LNCS 8672, p. 201 ff.
Abstract | Full article in PDF | BibTeX

 
Tanaka, Kiyoshi
 

An Analysis on Selection for High-Resolution Approximations in Many-Objective Optimization
H. Aguirre, A. Liefooghe, S. Verel, and K. Tanaka
LNCS 8672, p. 487 ff.
Abstract | Full article in PDF | BibTeX

Using a Family of Curves to Approximate the Pareto Front of a Multi-Objective Optimization Problem
S. Zapotecas Martínez, V.A. Sosa Hernández, H. Aguirre, K. Tanaka, and C.A. Coello Coello
LNCS 8672, p. 682 ff.
Abstract | Full article in PDF | BibTeX

 
Tanigaki, Yuki
 

Distance-Based Analysis of Crossover Operators for Many-Objective Knapsack Problems
H. Ishibuchi, Y. Tanigaki, H. Masuda, and Y. Nojima
LNCS 8672, p. 600 ff.
Abstract | Full article in PDF | BibTeX

 
Thierens, Dirk
 

Combining Model-Based EAs for Mixed-Integer Problems
K.L. Sadowski, D. Thierens, and P.A.N. Bosman
LNCS 8672, p. 342 ff.
Abstract | Full article in PDF | BibTeX

 
Thorhauer, Ann
 

On the Locality of Standard Search Operators in Grammatical Evolution
A. Thorhauer and F. Rothlauf
LNCS 8672, p. 465 ff.
Abstract | Full article in PDF | BibTeX

 
Titchener-Hooker, Nigel J.
 

Tuning Evolutionary Multiobjective Optimization for Closed-Loop Estimation of Chromatographic Operating Conditions
R. Allmendinger, S. Gerontas, N.J. Titchener-Hooker, and S.S. Farid
LNCS 8672, p. 741 ff.
Abstract | Full article in PDF | BibTeX

 
Trautmann, Heike
 

Stopping Criteria for Multimodal Optimization
S. Wessing, M. Preuss, and H. Trautmann
LNCS 8672, p. 141 ff.
Abstract | Full article in PDF | BibTeX

 
Trujillo, Leonardo
 

Randomized Parameter Settings for Heterogeneous Workers in a Pool-Based Evolutionary Algorithm
M. García-Valdez, L. Trujillo, J.J. Merelo-Guérvos, and F. Fernández-de-Vega
LNCS 8672, p. 702 ff.
Abstract | Full article in PDF | BibTeX

 
Tufte, Gunnar
 

Evolution-In-Materio: Solving Machine Learning Classification Problems Using Materials
M. Mohid, J.F. Miller, S.L. Harding, G. Tufte, O.R. Lykkebø, M.K. Massey, and M.C. Petty
LNCS 8672, p. 721 ff.
Abstract | Full article in PDF | BibTeX

 
Turner, Andrew James
 

Recurrent Cartesian Genetic Programming
A.J. Turner and J.F. Miller
LNCS 8672, p. 476 ff.
Abstract | Full article in PDF | BibTeX

 
 U 

 
Urbanowicz, Ryan J.
 

An Extended Michigan-Style Learning Classifier System for Flexible Supervised Learning, Classification, and Data Mining
R.J. Urbanowicz, G. Bertasius, and J.H. Moore
LNCS 8672, p. 211 ff.
Abstract | Full article in PDF | BibTeX

 
Ursem, Rasmus K.
 

From Expected Improvement to Investment Portfolio Improvement: Spreading the Risk in Kriging-Based Optimization
R.K. Ursem
LNCS 8672, p. 362 ff.
Abstract | Full article in PDF | BibTeX

 
 V 

 
Valdez, S. Ivvan
 

A New EDA by a Gradient-Driven Density
I.S. Domínguez, A.H. Aguirre, and S.I. Valdez
LNCS 8672, p. 352 ff.
Abstract | Full article in PDF | BibTeX

 
Valentini, Gabriele
 

Derivation of a Micro-Macro Link for Collective Decision-Making Systems
H. Hamann, G. Valentini, Y. Khaluf, and M. Dorigo
LNCS 8672, p. 181 ff.
Abstract | Full article in PDF | BibTeX

 
Verel, Sébastien
 

An Analysis on Selection for High-Resolution Approximations in Many-Objective Optimization
H. Aguirre, A. Liefooghe, S. Verel, and K. Tanaka
LNCS 8672, p. 487 ff.
Abstract | Full article in PDF | BibTeX

On the Impact of Multiobjective Scalarizing Functions
B. Derbel, D. Brockhoff, A. Liefooghe, and S. Verel
LNCS 8672, p. 548 ff.
Abstract | Full article in PDF | BibTeX

Local Optimal Sets and Bounded Archiving on Multi-objective NK-Landscapes with Correlated Objectives
M. López-Ibáñez, A. Liefooghe, and S. Verel
LNCS 8672, p. 621 ff.
Abstract | Full article in PDF | BibTeX

 
 W 

 
Wagner, Markus
 

Parameter Prediction Based on Features of Evolved Instances for Ant Colony Optimization and the Traveling Salesperson Problem
S. Nallaperuma, M. Wagner, and F. Neumann
LNCS 8672, p. 100 ff.
Abstract | Full article in PDF | BibTeX

 
Wang, Ji
 

Power Distribution Network Reconfiguration by Evolutionary Integer Programming
K. Yang, M.T.M. Emmerich, R. Li, J. Wang, and T. Bäck
LNCS 8672, p. 11 ff.
Abstract | Full article in PDF | BibTeX

 
Wasylczyk, Piotr
 

Application of Evolutionary Methods to Semiconductor Double-Chirped Mirrors Design
R. Biedrzycki, J. Arabas, A. Jasik, M. Szyma\'{n}ski, P. Wnuk, P. Wasylczyk, and A. Wójcik-Jedli\'{n}ska
LNCS 8672, p. 761 ff.
Abstract | Full article in PDF | BibTeX

 
Watson, Richard A.
 

Inferring and Exploiting Problem Structure with Schema Grammar
C.R. Cox and R.A. Watson
LNCS 8672, p. 404 ff.
Abstract | Full article in PDF | BibTeX

 
Wessing, Simon
 

Stopping Criteria for Multimodal Optimization
S. Wessing, M. Preuss, and H. Trautmann
LNCS 8672, p. 141 ff.
Abstract | Full article in PDF | BibTeX

 
While, Lyndon
 

Scheduling the English Football League with a Multi-objective Evolutionary Algorithm
L. While and G. Kendall
LNCS 8672, p. 842 ff.
Abstract | Full article in PDF | BibTeX

 
Whiteson, Shimon
 

Queued Pareto Local Search for Multi-Objective Optimization
M. Inja, C. Kooijman, M. de Waard, D.M. Roijers, and S. Whiteson
LNCS 8672, p. 589 ff.
Abstract | Full article in PDF | BibTeX

 
Wild, Brandon
 

Evolving Neural Network Weights for Time-Series Prediction of General Aviation Flight Data
T. Desell, S. Clachar, J. Higgins, and B. Wild
LNCS 8672, p. 771 ff.
Abstract | Full article in PDF | BibTeX

 
Wnuk, Pawe{\l}
 

Application of Evolutionary Methods to Semiconductor Double-Chirped Mirrors Design
R. Biedrzycki, J. Arabas, A. Jasik, M. Szyma\'{n}ski, P. Wnuk, P. Wasylczyk, and A. Wójcik-Jedli\'{n}ska
LNCS 8672, p. 761 ff.
Abstract | Full article in PDF | BibTeX

 
Wójcik-Jedli\'{n}ska, Anna
 

Application of Evolutionary Methods to Semiconductor Double-Chirped Mirrors Design
R. Biedrzycki, J. Arabas, A. Jasik, M. Szyma\'{n}ski, P. Wnuk, P. Wasylczyk, and A. Wójcik-Jedli\'{n}ska
LNCS 8672, p. 761 ff.
Abstract | Full article in PDF | BibTeX

 
 Y 

 
Yang, Kaifeng
 

Power Distribution Network Reconfiguration by Evolutionary Integer Programming
K. Yang, M.T.M. Emmerich, R. Li, J. Wang, and T. Bäck
LNCS 8672, p. 11 ff.
Abstract | Full article in PDF | BibTeX

 
Yevseyeva, Iryna
 

A Portfolio Optimization Approach to Selection in Multiobjective Evolutionary Algorithms
I. Yevseyeva, A.P. Guerreiro, M.T.M. Emmerich, and C.M. Fonseca
LNCS 8672, p. 672 ff.
Abstract | Full article in PDF | BibTeX

 
Yu, Yang
 

On the Effectiveness of Sampling for Evolutionary Optimization in Noisy Environments
C. Qian, Y. Yu, Y. Jin, and Z.-H. Zhou
LNCS 8672, p. 302 ff.
Abstract | Full article in PDF | BibTeX

 
Yun, Hansang
 

VLR: A Memory-Based Optimization Heuristic
H. Yun, M.H. Ha, and R.I. McKay
LNCS 8672, p. 151 ff.
Abstract | Full article in PDF | BibTeX

 
 Z 

 
Zacher, Brad
 

Boosting Search for Recursive Functions Using Partial Call-Trees
B. Alexander and B. Zacher
LNCS 8672, p. 384 ff.
Abstract | Full article in PDF | BibTeX

 
Zaefferer, Martin
 

Distance Measures for Permutations in Combinatorial Efficient Global Optimization
M. Zaefferer, J. Stork, and T. Bartz-Beielstein
LNCS 8672, p. 373 ff.
Abstract | Full article in PDF | BibTeX

 
Zapotecas Martínez, Saúl
 

Using a Family of Curves to Approximate the Pareto Front of a Multi-Objective Optimization Problem
S. Zapotecas Martínez, V.A. Sosa Hernández, H. Aguirre, K. Tanaka, and C.A. Coello Coello
LNCS 8672, p. 682 ff.
Abstract | Full article in PDF | BibTeX

 
Zarges, Christine
 

An Immune-Inspired Algorithm for the Set Cover Problem
A. Joshi, J.E. Rowe, and C. Zarges
LNCS 8672, p. 243 ff.
Abstract | Full article in PDF | BibTeX

On the Runtime Analysis of Fitness Sharing Mechanisms
P.S. Oliveto, D. Sudholt, and C. Zarges
LNCS 8672, p. 932 ff.
Abstract | Full article in PDF | BibTeX

 
Zhang, Guohua
 

Coupling Evolution and Information Theory for Autonomous Robotic Exploration
G. Zhang and M. Sebag
LNCS 8672, p. 852 ff.
Abstract | Full article in PDF | BibTeX

 
Zhou, Zhi-Hua
 

On the Effectiveness of Sampling for Evolutionary Optimization in Noisy Environments
C. Qian, Y. Yu, Y. Jin, and Z.-H. Zhou
LNCS 8672, p. 302 ff.
Abstract | Full article in PDF | BibTeX

 
 

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